Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 2325 |
| Missing cells | 1952 |
| Missing cells (%) | 4.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 327.1 KiB |
| Average record size in memory | 144.1 B |
Variable types
| Numeric | 18 |
|---|
quarter is highly correlated with preSnapHomeScore and 1 other fields | High correlation |
preSnapHomeScore is highly correlated with quarter | High correlation |
preSnapVisitorScore is highly correlated with quarter | High correlation |
s is highly correlated with dis | High correlation |
dis is highly correlated with s | High correlation |
quarter is highly correlated with preSnapHomeScore and 1 other fields | High correlation |
preSnapHomeScore is highly correlated with quarter | High correlation |
preSnapVisitorScore is highly correlated with quarter | High correlation |
s is highly correlated with dis | High correlation |
dis is highly correlated with s | High correlation |
quarter is highly correlated with preSnapHomeScore and 1 other fields | High correlation |
preSnapHomeScore is highly correlated with quarter | High correlation |
preSnapVisitorScore is highly correlated with quarter | High correlation |
s is highly correlated with dis | High correlation |
dis is highly correlated with s | High correlation |
quarter is highly correlated with preSnapHomeScore and 1 other fields | High correlation |
preSnapHomeScore is highly correlated with quarter and 1 other fields | High correlation |
preSnapVisitorScore is highly correlated with quarter and 1 other fields | High correlation |
s is highly correlated with dis | High correlation |
dis is highly correlated with s | High correlation |
penaltyYards has 1915 (82.4%) missing values | Missing |
kickReturnYardage has 36 (1.5%) missing values | Missing |
preSnapHomeScore has 552 (23.7%) zeros | Zeros |
preSnapVisitorScore has 616 (26.5%) zeros | Zeros |
kickReturnYardage has 303 (13.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-06 18:13:50.052749 |
|---|---|
| Analysis finished | 2021-12-06 18:14:29.107640 |
| Duration | 39.05 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.407741935 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.112721897 |
|---|---|
| Coefficient of variation (CV) | 0.4621433387 |
| Kurtosis | -1.21144461 |
| Mean | 2.407741935 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1671139984 |
| Sum | 5598 |
| Variance | 1.238150019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 630 | |
| 2 | 629 | |
| 3 | 570 | |
| 4 | 480 | |
| 5 | 16 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 630 | |
| 2 | 629 | |
| 3 | 570 | |
| 4 | 480 | |
| 5 | 16 | 0.7% |
| Value | Count | Frequency (%) |
| 5 | 16 | 0.7% |
| 4 | 480 | |
| 3 | 570 | |
| 2 | 629 | |
| 1 | 630 |
yardsToGo
Real number (ℝ≥0)
| Distinct | 34 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.837849462 |
| Minimum | 1 |
|---|---|
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 21 |
| Maximum | 46 |
| Range | 45 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.990449558 |
|---|---|
| Coefficient of variation (CV) | 0.6089186037 |
| Kurtosis | 0.9791386053 |
| Mean | 9.837849462 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.871370086 |
| Sum | 22873 |
| Variance | 35.88548591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 195 | 8.4% |
| 7 | 174 | 7.5% |
| 5 | 166 | 7.1% |
| 6 | 164 | 7.1% |
| 8 | 159 | 6.8% |
| 9 | 130 | 5.6% |
| 4 | 130 | 5.6% |
| 11 | 127 | 5.5% |
| 3 | 121 | 5.2% |
| 15 | 105 | 4.5% |
| Other values (24) | 854 |
| Value | Count | Frequency (%) |
| 1 | 95 | |
| 2 | 99 | |
| 3 | 121 | |
| 4 | 130 | |
| 5 | 166 | |
| 6 | 164 | |
| 7 | 174 | |
| 8 | 159 | |
| 9 | 130 | |
| 10 | 195 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 32 | 3 | 0.1% |
| 31 | 2 | 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 4 | 0.2% |
| 28 | 10 | |
| 27 | 3 | 0.1% |
| 26 | 10 | |
| 25 | 9 |
preSnapHomeScore
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 41 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.5372043 |
| Minimum | 0 |
|---|---|
| Maximum | 54 |
| Zeros | 552 |
| Zeros (%) | 23.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 9 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 54 |
| Range | 54 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.472989771 |
|---|---|
| Coefficient of variation (CV) | 0.8990040907 |
| Kurtosis | 0.3601721019 |
| Mean | 10.5372043 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.865159728 |
| Sum | 24499 |
| Variance | 89.73753521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 552 | |
| 7 | 334 | |
| 10 | 213 | 9.2% |
| 3 | 196 | 8.4% |
| 14 | 169 | 7.3% |
| 17 | 123 | 5.3% |
| 24 | 84 | 3.6% |
| 13 | 82 | 3.5% |
| 21 | 77 | 3.3% |
| 20 | 71 | 3.1% |
| Other values (31) | 424 |
| Value | Count | Frequency (%) |
| 0 | 552 | |
| 3 | 196 | 8.4% |
| 5 | 1 | < 0.1% |
| 6 | 64 | 2.8% |
| 7 | 334 | |
| 8 | 4 | 0.2% |
| 9 | 40 | 1.7% |
| 10 | 213 | 9.2% |
| 11 | 6 | 0.3% |
| 12 | 13 | 0.6% |
| Value | Count | Frequency (%) |
| 54 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 2 | 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 4 | 0.2% |
| 40 | 8 | |
| 38 | 10 | |
| 36 | 3 | 0.1% |
| 35 | 11 |
preSnapVisitorScore
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 41 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.854193548 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 616 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 16 |
| 95-th percentile | 28 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.423246688 |
|---|---|
| Coefficient of variation (CV) | 0.9562676684 |
| Kurtosis | 0.5279840771 |
| Mean | 9.854193548 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.9533596458 |
| Sum | 22911 |
| Variance | 88.79757815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 616 | |
| 7 | 303 | |
| 3 | 227 | 9.8% |
| 10 | 164 | 7.1% |
| 17 | 133 | 5.7% |
| 14 | 127 | 5.5% |
| 13 | 103 | 4.4% |
| 6 | 95 | 4.1% |
| 20 | 80 | 3.4% |
| 21 | 64 | 2.8% |
| Other values (31) | 413 |
| Value | Count | Frequency (%) |
| 0 | 616 | |
| 2 | 4 | 0.2% |
| 3 | 227 | 9.8% |
| 6 | 95 | 4.1% |
| 7 | 303 | |
| 8 | 4 | 0.2% |
| 9 | 43 | 1.8% |
| 10 | 164 | 7.1% |
| 12 | 15 | 0.6% |
| 13 | 103 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 47 | 2 | 0.1% |
| 45 | 3 | 0.1% |
| 42 | 6 | 0.3% |
| 41 | 3 | 0.1% |
| 40 | 2 | 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 5 | 0.2% |
| 37 | 2 | 0.1% |
| 35 | 16 |
snapTime
Real number (ℝ≥0)
| Distinct | 52 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8589591398 |
| Minimum | 0.59 |
|---|---|
| Maximum | 1.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.59 |
|---|---|
| 5-th percentile | 0.76 |
| Q1 | 0.82 |
| median | 0.86 |
| Q3 | 0.9 |
| 95-th percentile | 0.96 |
| Maximum | 1.19 |
| Range | 0.6 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.06367300662 |
|---|---|
| Coefficient of variation (CV) | 0.07412809722 |
| Kurtosis | 1.558181981 |
| Mean | 0.8589591398 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -0.2635500674 |
| Sum | 1997.08 |
| Variance | 0.004054251772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.87 | 180 | 7.7% |
| 0.85 | 165 | 7.1% |
| 0.88 | 157 | 6.8% |
| 0.86 | 156 | 6.7% |
| 0.83 | 151 | 6.5% |
| 0.89 | 150 | 6.5% |
| 0.84 | 149 | 6.4% |
| 0.91 | 127 | 5.5% |
| 0.9 | 112 | 4.8% |
| 0.82 | 109 | 4.7% |
| Other values (42) | 869 |
| Value | Count | Frequency (%) |
| 0.59 | 1 | < 0.1% |
| 0.6 | 2 | 0.1% |
| 0.62 | 2 | 0.1% |
| 0.63 | 4 | |
| 0.64 | 4 | |
| 0.65 | 2 | 0.1% |
| 0.66 | 7 | |
| 0.67 | 1 | < 0.1% |
| 0.68 | 4 | |
| 0.69 | 5 |
| Value | Count | Frequency (%) |
| 1.19 | 1 | < 0.1% |
| 1.11 | 1 | < 0.1% |
| 1.09 | 1 | < 0.1% |
| 1.08 | 1 | < 0.1% |
| 1.07 | 1 | < 0.1% |
| 1.06 | 3 | |
| 1.05 | 4 | |
| 1.04 | 3 | |
| 1.03 | 2 | |
| 1.02 | 4 |
hangTime
Real number (ℝ≥0)
| Distinct | 235 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.324810671 |
| Minimum | 2.43 |
|---|---|
| Maximum | 5.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 2.43 |
|---|---|
| 5-th percentile | 3.43 |
| Q1 | 4.08 |
| median | 4.4 |
| Q3 | 4.65 |
| 95-th percentile | 4.96 |
| Maximum | 5.43 |
| Range | 3 |
| Interquartile range (IQR) | 0.57 |
Descriptive statistics
| Standard deviation | 0.4534893732 |
|---|---|
| Coefficient of variation (CV) | 0.1048576244 |
| Kurtosis | 0.3845773096 |
| Mean | 4.324810671 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | -0.6953396428 |
| Sum | 10050.86 |
| Variance | 0.2056526116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.45 | 32 | 1.4% |
| 4.58 | 32 | 1.4% |
| 4.41 | 31 | 1.3% |
| 4.66 | 31 | 1.3% |
| 4.44 | 31 | 1.3% |
| 4.65 | 31 | 1.3% |
| 4.59 | 28 | 1.2% |
| 4.62 | 27 | 1.2% |
| 4.52 | 27 | 1.2% |
| 4.39 | 26 | 1.1% |
| Other values (225) | 2028 |
| Value | Count | Frequency (%) |
| 2.43 | 1 | |
| 2.76 | 1 | |
| 2.78 | 1 | |
| 2.83 | 1 | |
| 2.84 | 1 | |
| 2.88 | 1 | |
| 2.96 | 1 | |
| 2.98 | 2 | |
| 2.99 | 2 | |
| 3.01 | 2 |
| Value | Count | Frequency (%) |
| 5.43 | 1 | < 0.1% |
| 5.4 | 1 | < 0.1% |
| 5.38 | 2 | |
| 5.32 | 1 | < 0.1% |
| 5.3 | 1 | < 0.1% |
| 5.29 | 1 | < 0.1% |
| 5.28 | 1 | < 0.1% |
| 5.24 | 1 | < 0.1% |
| 5.22 | 4 | |
| 5.21 | 1 | < 0.1% |
operationTime
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.135191398 |
| Minimum | 1.66 |
|---|---|
| Maximum | 4.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 1.66 |
|---|---|
| 5-th percentile | 1.98 |
| Q1 | 2.07 |
| median | 2.14 |
| Q3 | 2.2 |
| 95-th percentile | 2.29 |
| Maximum | 4.92 |
| Range | 3.26 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.1167489175 |
|---|---|
| Coefficient of variation (CV) | 0.05467843193 |
| Kurtosis | 148.6396688 |
| Mean | 2.135191398 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 6.491344608 |
| Sum | 4964.32 |
| Variance | 0.01363030974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.12 | 106 | 4.6% |
| 2.16 | 104 | 4.5% |
| 2.19 | 101 | 4.3% |
| 2.17 | 100 | 4.3% |
| 2.18 | 98 | 4.2% |
| 2.15 | 95 | 4.1% |
| 2.14 | 95 | 4.1% |
| 2.07 | 94 | 4.0% |
| 2.13 | 90 | 3.9% |
| 2.09 | 90 | 3.9% |
| Other values (61) | 1352 |
| Value | Count | Frequency (%) |
| 1.66 | 2 | 0.1% |
| 1.68 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.77 | 1 | < 0.1% |
| 1.8 | 2 | 0.1% |
| 1.82 | 2 | 0.1% |
| 1.83 | 2 | 0.1% |
| 1.84 | 2 | 0.1% |
| 1.85 | 4 | |
| 1.86 | 5 |
| Value | Count | Frequency (%) |
| 4.92 | 1 | < 0.1% |
| 3.57 | 1 | < 0.1% |
| 2.71 | 1 | < 0.1% |
| 2.46 | 1 | < 0.1% |
| 2.45 | 2 | 0.1% |
| 2.43 | 1 | < 0.1% |
| 2.42 | 1 | < 0.1% |
| 2.4 | 3 | |
| 2.39 | 2 | 0.1% |
| 2.38 | 5 |
kickLength
Real number (ℝ≥0)
| Distinct | 48 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.4572043 |
| Minimum | 5 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 45 |
| median | 50 |
| Q3 | 54 |
| 95-th percentile | 60 |
| Maximum | 79 |
| Range | 74 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.008999373 |
|---|---|
| Coefficient of variation (CV) | 0.141718471 |
| Kurtosis | 0.5882158993 |
| Mean | 49.4572043 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.1489800925 |
| Sum | 114988 |
| Variance | 49.12607222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 132 | 5.7% |
| 51 | 129 | 5.5% |
| 52 | 125 | 5.4% |
| 49 | 123 | 5.3% |
| 47 | 119 | 5.1% |
| 55 | 115 | 4.9% |
| 53 | 113 | 4.9% |
| 48 | 111 | 4.8% |
| 54 | 108 | 4.6% |
| 46 | 107 | 4.6% |
| Other values (38) | 1143 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 2 | 0.1% |
| 30 | 3 | 0.1% |
| 31 | 3 | 0.1% |
| 32 | 9 | |
| 33 | 4 | |
| 34 | 5 |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 71 | 2 | 0.1% |
| 69 | 3 | 0.1% |
| 68 | 4 | 0.2% |
| 67 | 2 | 0.1% |
| 66 | 6 | 0.3% |
| 65 | 10 | |
| 64 | 9 | |
| 63 | 22 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 1915 |
| Missing (%) | 82.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.229268293 |
| Minimum | -15 |
|---|---|
| Maximum | 15 |
| Zeros | 17 |
| Zeros (%) | 0.7% |
| Negative | 74 |
| Negative (%) | 3.2% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | -15 |
|---|---|
| 5-th percentile | -15 |
| Q1 | 5 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10.55 |
| Maximum | 15 |
| Range | 30 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 8.552791446 |
|---|---|
| Coefficient of variation (CV) | 1.635561797 |
| Kurtosis | 0.7764511146 |
| Mean | 5.229268293 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.475690808 |
| Sum | 2144 |
| Variance | 73.15024152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 225 | 9.7% |
| -15 | 41 | 1.8% |
| 0 | 17 | 0.7% |
| -5 | 17 | 0.7% |
| 5 | 16 | 0.7% |
| 7 | 16 | 0.7% |
| -10 | 16 | 0.7% |
| 15 | 13 | 0.6% |
| 8 | 12 | 0.5% |
| 9 | 10 | 0.4% |
| Other values (9) | 27 | 1.2% |
| (Missing) | 1915 |
| Value | Count | Frequency (%) |
| -15 | 41 | |
| -10 | 16 | 0.7% |
| -5 | 17 | |
| 0 | 17 | |
| 1 | 1 | < 0.1% |
| 2 | 3 | 0.1% |
| 3 | 4 | 0.2% |
| 4 | 3 | 0.1% |
| 5 | 16 | 0.7% |
| 6 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 15 | 13 | 0.6% |
| 14 | 2 | 0.1% |
| 13 | 3 | 0.1% |
| 12 | 2 | 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 225 | |
| 9 | 10 | 0.4% |
| 8 | 12 | 0.5% |
| 7 | 16 | 0.7% |
| 6 | 8 | 0.3% |
| Distinct | 590 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.600855914 |
| Minimum | 0.03 |
|---|---|
| Maximum | 8.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 0.65 |
| Q1 | 1.48 |
| median | 2.39 |
| Q3 | 3.48 |
| 95-th percentile | 5.348 |
| Maximum | 8.21 |
| Range | 8.18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.478855764 |
|---|---|
| Coefficient of variation (CV) | 0.5686034955 |
| Kurtosis | 0.3683822947 |
| Mean | 2.600855914 |
| Median Absolute Deviation (MAD) | 0.99 |
| Skewness | 0.7850455052 |
| Sum | 6046.99 |
| Variance | 2.18701437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.49 | 13 | 0.6% |
| 1.97 | 12 | 0.5% |
| 1.85 | 12 | 0.5% |
| 1.86 | 12 | 0.5% |
| 1.2 | 12 | 0.5% |
| 2.45 | 12 | 0.5% |
| 1.93 | 12 | 0.5% |
| 2.5 | 11 | 0.5% |
| 2.48 | 11 | 0.5% |
| 2.57 | 11 | 0.5% |
| Other values (580) | 2207 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 2 | |
| 0.09 | 2 | |
| 0.1 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.13 | 2 | |
| 0.15 | 3 | |
| 0.16 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.21 | 1 | |
| 7.97 | 1 | |
| 7.83 | 1 | |
| 7.7 | 1 | |
| 7.66 | 1 | |
| 7.59 | 1 | |
| 7.48 | 1 | |
| 7.44 | 1 | |
| 7.43 | 1 | |
| 7.35 | 1 |
a
Real number (ℝ≥0)
| Distinct | 513 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.498378495 |
| Minimum | 0.08 |
|---|---|
| Maximum | 7.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 0.67 |
| Q1 | 1.55 |
| median | 2.37 |
| Q3 | 3.33 |
| 95-th percentile | 4.72 |
| Maximum | 7.99 |
| Range | 7.91 |
| Interquartile range (IQR) | 1.78 |
Descriptive statistics
| Standard deviation | 1.24484548 |
|---|---|
| Coefficient of variation (CV) | 0.4982613655 |
| Kurtosis | 0.1664079923 |
| Mean | 2.498378495 |
| Median Absolute Deviation (MAD) | 0.87 |
| Skewness | 0.5429801758 |
| Sum | 5808.73 |
| Variance | 1.54964027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.49 | 13 | 0.6% |
| 2.6 | 13 | 0.6% |
| 2.71 | 13 | 0.6% |
| 1.84 | 13 | 0.6% |
| 2.21 | 13 | 0.6% |
| 2.55 | 12 | 0.5% |
| 2.28 | 12 | 0.5% |
| 1.77 | 12 | 0.5% |
| 1.5 | 12 | 0.5% |
| 3.05 | 11 | 0.5% |
| Other values (503) | 2201 |
| Value | Count | Frequency (%) |
| 0.08 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.22 | 2 | 0.1% |
| 0.24 | 5 | |
| 0.26 | 2 | 0.1% |
| 0.28 | 3 | |
| 0.3 | 5 | |
| 0.32 | 5 |
| Value | Count | Frequency (%) |
| 7.99 | 1 | |
| 7.86 | 1 | |
| 7.38 | 1 | |
| 7.08 | 1 | |
| 6.92 | 1 | |
| 6.79 | 1 | |
| 6.49 | 1 | |
| 6.46 | 1 | |
| 6.37 | 1 | |
| 6.19 | 1 |
| Distinct | 80 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2623354839 |
| Minimum | 0 |
|---|---|
| Maximum | 0.83 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07 |
| Q1 | 0.15 |
| median | 0.24 |
| Q3 | 0.35 |
| 95-th percentile | 0.54 |
| Maximum | 0.83 |
| Range | 0.83 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.148993494 |
|---|---|
| Coefficient of variation (CV) | 0.567950213 |
| Kurtosis | 0.360505285 |
| Mean | 0.2623354839 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.7938787903 |
| Sum | 609.93 |
| Variance | 0.02219906124 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.15 | 74 | 3.2% |
| 0.18 | 73 | 3.1% |
| 0.12 | 73 | 3.1% |
| 0.22 | 67 | 2.9% |
| 0.24 | 67 | 2.9% |
| 0.19 | 66 | 2.8% |
| 0.26 | 65 | 2.8% |
| 0.25 | 64 | 2.8% |
| 0.3 | 62 | 2.7% |
| 0.21 | 62 | 2.7% |
| Other values (70) | 1652 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.01 | 8 | 0.3% |
| 0.02 | 4 | 0.2% |
| 0.03 | 19 | 0.8% |
| 0.04 | 20 | 0.9% |
| 0.05 | 28 | |
| 0.06 | 29 | |
| 0.07 | 42 | |
| 0.08 | 53 | |
| 0.09 | 57 |
| Value | Count | Frequency (%) |
| 0.83 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.79 | 1 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.76 | 3 | |
| 0.74 | 4 | |
| 0.73 | 1 | < 0.1% |
| 0.72 | 5 | |
| 0.71 | 2 | 0.1% |
| 0.7 | 4 |
o
Real number (ℝ≥0)
| Distinct | 2184 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.4206194 |
| Minimum | 0.76 |
|---|---|
| Maximum | 359.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.76 |
|---|---|
| 5-th percentile | 63.506 |
| Q1 | 97.32 |
| median | 229.49 |
| Q3 | 276.89 |
| 95-th percentile | 312.592 |
| Maximum | 359.64 |
| Range | 358.88 |
| Interquartile range (IQR) | 179.57 |
Descriptive statistics
| Standard deviation | 94.2188423 |
|---|---|
| Coefficient of variation (CV) | 0.4947932772 |
| Kurtosis | -1.632914015 |
| Mean | 190.4206194 |
| Median Absolute Deviation (MAD) | 85.12 |
| Skewness | -0.08867546704 |
| Sum | 442727.94 |
| Variance | 8877.190245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 9 | 0.4% |
| 85.9 | 3 | 0.1% |
| 110.8 | 3 | 0.1% |
| 272.44 | 3 | 0.1% |
| 80.38 | 3 | 0.1% |
| 285.99 | 3 | 0.1% |
| 83.02 | 3 | 0.1% |
| 280.32 | 3 | 0.1% |
| 262.39 | 2 | 0.1% |
| 266.26 | 2 | 0.1% |
| Other values (2174) | 2291 |
| Value | Count | Frequency (%) |
| 0.76 | 1 | |
| 0.81 | 1 | |
| 1.01 | 1 | |
| 2.33 | 1 | |
| 5.43 | 1 | |
| 5.56 | 1 | |
| 5.68 | 1 | |
| 10.41 | 1 | |
| 11.68 | 1 | |
| 12.5 | 1 |
| Value | Count | Frequency (%) |
| 359.64 | 1 | |
| 358.81 | 1 | |
| 358.71 | 1 | |
| 357.86 | 1 | |
| 356.3 | 2 | |
| 353.93 | 1 | |
| 352.05 | 1 | |
| 351.87 | 1 | |
| 351.08 | 1 | |
| 350.49 | 1 |
dir
Real number (ℝ≥0)
| Distinct | 2250 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.8044946 |
| Minimum | 0.11 |
|---|---|
| Maximum | 359.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 13.752 |
| Q1 | 89.03 |
| median | 176.18 |
| Q3 | 269.41 |
| 95-th percentile | 343.068 |
| Maximum | 359.97 |
| Range | 359.86 |
| Interquartile range (IQR) | 180.38 |
Descriptive statistics
| Standard deviation | 105.043187 |
|---|---|
| Coefficient of variation (CV) | 0.5907791433 |
| Kurtosis | -1.156141084 |
| Mean | 177.8044946 |
| Median Absolute Deviation (MAD) | 89.78 |
| Skewness | 0.01010756195 |
| Sum | 413395.45 |
| Variance | 11034.07114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 312.92 | 3 | 0.1% |
| 193.83 | 2 | 0.1% |
| 21.59 | 2 | 0.1% |
| 301.4 | 2 | 0.1% |
| 181.47 | 2 | 0.1% |
| 227.38 | 2 | 0.1% |
| 253.61 | 2 | 0.1% |
| 319.86 | 2 | 0.1% |
| 323.95 | 2 | 0.1% |
| 8.22 | 2 | 0.1% |
| Other values (2240) | 2304 |
| Value | Count | Frequency (%) |
| 0.11 | 1 | |
| 0.15 | 1 | |
| 0.17 | 1 | |
| 0.22 | 1 | |
| 0.25 | 1 | |
| 0.3 | 1 | |
| 0.47 | 1 | |
| 0.83 | 1 | |
| 1.21 | 1 | |
| 1.49 | 1 |
| Value | Count | Frequency (%) |
| 359.97 | 1 | |
| 359.91 | 1 | |
| 359.66 | 1 | |
| 359.55 | 1 | |
| 359.36 | 1 | |
| 358.74 | 1 | |
| 358.6 | 1 | |
| 358.57 | 1 | |
| 358.18 | 1 | |
| 357.54 | 1 |
distance_returner_gunner1
Real number (ℝ≥0)
| Distinct | 2323 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.13486033 |
| Minimum | 0.3448188 |
|---|---|
| Maximum | 58.13506 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.3448188 |
|---|---|
| 5-th percentile | 3.38416266 |
| Q1 | 8.6688 |
| median | 14.464415 |
| Q3 | 21.653605 |
| 95-th percentile | 34.8210128 |
| Maximum | 58.13506 |
| Range | 57.7902412 |
| Interquartile range (IQR) | 12.984805 |
Descriptive statistics
| Standard deviation | 9.841987583 |
|---|---|
| Coefficient of variation (CV) | 0.6099828185 |
| Kurtosis | 1.025811555 |
| Mean | 16.13486033 |
| Median Absolute Deviation (MAD) | 6.3114275 |
| Skewness | 0.9664190448 |
| Sum | 37513.55028 |
| Variance | 96.86471959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.708716 | 2 | 0.1% |
| 4.6340585 | 2 | 0.1% |
| 15.018712 | 1 | < 0.1% |
| 11.950941 | 1 | < 0.1% |
| 15.764 | 1 | < 0.1% |
| 7.200111 | 1 | < 0.1% |
| 15.729971 | 1 | < 0.1% |
| 20.469063 | 1 | < 0.1% |
| 6.2020802 | 1 | < 0.1% |
| 7.203867 | 1 | < 0.1% |
| Other values (2313) | 2313 |
| Value | Count | Frequency (%) |
| 0.3448188 | 1 | |
| 0.35355338 | 1 | |
| 0.5063596 | 1 | |
| 0.57697487 | 1 | |
| 0.6847627 | 1 | |
| 0.7736924 | 1 | |
| 0.89269257 | 1 | |
| 0.9244458 | 1 | |
| 0.9551963 | 1 | |
| 1.0046393 | 1 |
| Value | Count | Frequency (%) |
| 58.13506 | 1 | |
| 57.883957 | 1 | |
| 56.928 | 1 | |
| 55.975525 | 1 | |
| 54.84462 | 1 | |
| 54.3222 | 1 | |
| 52.86521 | 1 | |
| 51.738434 | 1 | |
| 51.635593 | 1 | |
| 51.234653 | 1 |
distance_returner_gunner2
Real number (ℝ≥0)
| Distinct | 2323 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.86617154 |
| Minimum | 0.3324154 |
|---|---|
| Maximum | 70.35642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.3324154 |
|---|---|
| 5-th percentile | 3.06168892 |
| Q1 | 8.680973 |
| median | 14.288631 |
| Q3 | 21.139584 |
| 95-th percentile | 34.2725172 |
| Maximum | 70.35642 |
| Range | 70.0240046 |
| Interquartile range (IQR) | 12.458611 |
Descriptive statistics
| Standard deviation | 9.62495462 |
|---|---|
| Coefficient of variation (CV) | 0.6066337172 |
| Kurtosis | 1.246311258 |
| Mean | 15.86617154 |
| Median Absolute Deviation (MAD) | 6.064168 |
| Skewness | 0.9656266679 |
| Sum | 36888.84883 |
| Variance | 92.63975143 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.6183004 | 2 | 0.1% |
| 4.379612 | 2 | 0.1% |
| 26.925343 | 1 | < 0.1% |
| 13.845104 | 1 | < 0.1% |
| 13.671156 | 1 | < 0.1% |
| 22.965353 | 1 | < 0.1% |
| 11.398162 | 1 | < 0.1% |
| 17.28424 | 1 | < 0.1% |
| 3.2588494 | 1 | < 0.1% |
| 7.945074 | 1 | < 0.1% |
| Other values (2313) | 2313 |
| Value | Count | Frequency (%) |
| 0.3324154 | 1 | |
| 0.4031129 | 1 | |
| 0.4272002 | 1 | |
| 0.45188496 | 1 | |
| 0.5800862 | 1 | |
| 0.60008335 | 1 | |
| 0.6103278 | 1 | |
| 0.6129437 | 1 | |
| 0.7155418 | 1 | |
| 0.7392564 | 1 |
| Value | Count | Frequency (%) |
| 70.35642 | 1 | |
| 58.661724 | 1 | |
| 58.240112 | 1 | |
| 57.85054 | 1 | |
| 56.49623 | 1 | |
| 54.053158 | 1 | |
| 51.058254 | 1 | |
| 50.763454 | 1 | |
| 50.762905 | 1 | |
| 48.430717 | 1 |
y_football_rescaled
Real number (ℝ)
| Distinct | 1474 |
|---|---|
| Distinct (%) | 63.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.64695484 |
| Minimum | -31.52 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | -31.52 |
|---|---|
| 5-th percentile | 15.142 |
| Q1 | 39.44 |
| median | 59.92 |
| Q3 | 79.36 |
| 95-th percentile | 96.47 |
| Maximum | 100 |
| Range | 131.52 |
| Interquartile range (IQR) | 39.92 |
Descriptive statistics
| Standard deviation | 25.25680121 |
|---|---|
| Coefficient of variation (CV) | 0.430658357 |
| Kurtosis | -0.8544461636 |
| Mean | 58.64695484 |
| Median Absolute Deviation (MAD) | 19.93 |
| Skewness | -0.2339598842 |
| Sum | 136354.17 |
| Variance | 637.9060075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.53 | 6 | 0.3% |
| 43.19 | 6 | 0.3% |
| 76.21 | 6 | 0.3% |
| 78.76 | 6 | 0.3% |
| 78.16 | 5 | 0.2% |
| 59.55 | 5 | 0.2% |
| 97.82 | 5 | 0.2% |
| 84.09 | 5 | 0.2% |
| 72.91 | 5 | 0.2% |
| 77.41 | 5 | 0.2% |
| Other values (1464) | 2271 |
| Value | Count | Frequency (%) |
| -31.52 | 1 | |
| 0.56 | 1 | |
| 1.2 | 1 | |
| 1.31 | 1 | |
| 2.29 | 1 | |
| 2.66 | 1 | |
| 2.93 | 1 | |
| 3.08 | 1 | |
| 3.11 | 1 | |
| 3.49 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99.92 | 1 | < 0.1% |
| 99.89 | 2 | |
| 99.85 | 3 | |
| 99.77 | 4 | |
| 99.74 | 1 | < 0.1% |
| 99.7 | 3 | |
| 99.62 | 1 | < 0.1% |
| 99.59 | 1 | < 0.1% |
| 99.55 | 1 | < 0.1% |
| Distinct | 77 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 36 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.677588467 |
| Minimum | -13 |
|---|---|
| Maximum | 99 |
| Zeros | 303 |
| Zeros (%) | 13.0% |
| Negative | 121 |
| Negative (%) | 5.2% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | -13 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 2 |
| median | 7 |
| Q3 | 12 |
| 95-th percentile | 23 |
| Maximum | 99 |
| Range | 112 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 10.56684641 |
|---|---|
| Coefficient of variation (CV) | 1.217716933 |
| Kurtosis | 18.01192287 |
| Mean | 8.677588467 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.371208688 |
| Sum | 19863 |
| Variance | 111.6582431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 303 | 13.0% |
| 8 | 140 | 6.0% |
| 6 | 130 | 5.6% |
| 5 | 120 | 5.2% |
| 1 | 118 | 5.1% |
| 9 | 116 | 5.0% |
| 7 | 110 | 4.7% |
| 10 | 108 | 4.6% |
| 11 | 104 | 4.5% |
| 2 | 102 | 4.4% |
| Other values (67) | 938 |
| Value | Count | Frequency (%) |
| -13 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -8 | 2 | 0.1% |
| -6 | 6 | 0.3% |
| -5 | 5 | 0.2% |
| -4 | 8 | 0.3% |
| -3 | 19 | 0.8% |
| -2 | 33 | 1.4% |
| -1 | 46 | 2.0% |
| 0 | 303 |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 2 | |
| 83 | 1 | < 0.1% |
| 78 | 2 | |
| 74 | 2 | |
| 73 | 2 | |
| 71 | 3 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| quarter | yardsToGo | preSnapHomeScore | preSnapVisitorScore | snapTime | hangTime | operationTime | kickLength | penaltyYards | s | a | dis | o | dir | distance_returner_gunner1 | distance_returner_gunner2 | y_football_rescaled | kickReturnYardage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 11 | 0 | 0 | 0.95 | 4.17 | 2.24 | 52 | NaN | 2.18 | 3.39 | 0.21 | 289.70 | 27.85 | 10.422538 | 7.945074 | 38.69 | 14.0 |
| 1 | 2 | 7 | 0 | 3 | 0.85 | 4.22 | 2.21 | 47 | NaN | 2.18 | 2.23 | 0.22 | 98.24 | 63.96 | 10.348923 | 6.036232 | 62.89 | 12.0 |
| 2 | 4 | 6 | 14 | 20 | 0.89 | 4.56 | 2.30 | 60 | NaN | 2.82 | 3.61 | 0.28 | 267.41 | 175.53 | 14.718237 | 11.815689 | 46.83 | 16.0 |
| 3 | 2 | 10 | 0 | 3 | 0.88 | 3.39 | 2.15 | 43 | NaN | 3.26 | 2.06 | 0.33 | 283.94 | 306.74 | 16.220078 | 36.456097 | 83.90 | 14.0 |
| 4 | 2 | 11 | 14 | 7 | 0.89 | 3.19 | 2.16 | 39 | NaN | 2.19 | 4.93 | 0.23 | 76.23 | 48.59 | 27.610147 | 13.616097 | 34.22 | 12.0 |
| 5 | 2 | 7 | 14 | 10 | 0.87 | 3.83 | 2.23 | 43 | NaN | 2.80 | 3.13 | 0.29 | 271.22 | 289.95 | 8.055886 | 43.211792 | 22.59 | 8.0 |
| 6 | 2 | 6 | 3 | 20 | 0.83 | 4.45 | 2.16 | 50 | NaN | 0.45 | 2.82 | 0.06 | 282.02 | 158.45 | 5.303961 | 15.987395 | 82.03 | 9.0 |
| 7 | 2 | 20 | 0 | 7 | 0.77 | 3.92 | 2.06 | 39 | NaN | 1.51 | 2.63 | 0.15 | 272.00 | 42.80 | 5.481788 | 14.047526 | 38.91 | 4.0 |
| 8 | 3 | 22 | 14 | 17 | 0.86 | 4.28 | 2.18 | 55 | NaN | 2.39 | 2.95 | 0.24 | 315.48 | 76.94 | 22.999907 | 11.034024 | 25.97 | 12.0 |
| 9 | 4 | 1 | 9 | 6 | 0.80 | 4.73 | 2.04 | 64 | NaN | 2.28 | 7.86 | 0.20 | 295.13 | 229.12 | 12.620480 | 1.793878 | 9.34 | 10.0 |
Last rows
| quarter | yardsToGo | preSnapHomeScore | preSnapVisitorScore | snapTime | hangTime | operationTime | kickLength | penaltyYards | s | a | dis | o | dir | distance_returner_gunner1 | distance_returner_gunner2 | y_football_rescaled | kickReturnYardage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2315 | 2 | 15 | 7 | 8 | 0.95 | 4.12 | 2.18 | 40 | NaN | 2.20 | 2.14 | 0.22 | 96.90 | 130.44 | 4.143151 | 0.715542 | 70.62 | 0.0 |
| 2316 | 1 | 23 | 0 | 0 | 0.85 | 4.65 | 2.09 | 40 | NaN | 2.13 | 3.46 | 0.22 | 281.05 | 292.50 | 5.577786 | 26.438232 | 81.01 | 1.0 |
| 2317 | 3 | 4 | 19 | 20 | 0.80 | 3.87 | 2.18 | 40 | NaN | 3.69 | 2.06 | 0.37 | 153.95 | 192.15 | 3.826278 | 13.902708 | 34.52 | 4.0 |
| 2318 | 2 | 21 | 26 | 0 | 0.90 | 3.89 | 1.90 | 44 | NaN | 2.48 | 3.77 | 0.25 | 127.00 | 135.66 | 19.203083 | 19.407331 | 39.36 | 20.0 |
| 2319 | 2 | 8 | 3 | 7 | 0.83 | 4.54 | 2.05 | 45 | NaN | 1.24 | 4.85 | 0.11 | 263.61 | 245.83 | 15.930728 | 8.347485 | 74.15 | 9.0 |
| 2320 | 3 | 11 | 10 | 9 | 0.82 | 4.06 | 2.14 | 47 | 8.0 | 4.47 | 4.03 | 0.45 | 120.48 | 139.36 | 28.843973 | 33.420180 | 9.53 | 1.0 |
| 2321 | 2 | 23 | 14 | 3 | 0.68 | 4.38 | 1.89 | 54 | NaN | 0.41 | 4.73 | 0.05 | 289.31 | 103.67 | 49.525623 | 6.880356 | 12.76 | 3.0 |
| 2322 | 3 | 7 | 17 | 29 | 0.98 | 4.03 | 2.14 | 29 | NaN | 6.22 | 2.96 | 0.63 | 110.50 | 168.25 | 12.924960 | 6.790030 | 9.49 | NaN |
| 2323 | 2 | 12 | 10 | 3 | 0.66 | 4.63 | 1.82 | 50 | NaN | 3.07 | 2.13 | 0.30 | 284.34 | 82.87 | 12.250233 | 9.086793 | 51.29 | 2.0 |
| 2324 | 2 | 14 | 0 | 0 | 0.85 | 5.17 | 2.16 | 57 | NaN | 1.85 | 1.96 | 0.19 | 74.53 | 284.24 | 29.281410 | 7.158561 | 89.98 | 12.0 |